Fundamental

The company's core product is NEXUS, a Large Tabular Model (LTM) purpose-built to analyze structured business data found in spreadsheets, databases, and CRM records. Unlike Large Language Models (LLMs) that focus on unstructured text and images, NEXUS is designed to derive insights from the billions of tables that underpin corporate decision-making. The model ingests raw tabular data and automatically learns underlying patterns and dependencies without requiring extensive manual feature engineering. This allows enterprises to move beyond historical analysis to forecast future events, identify risks, and uncover opportunities. NEXUS unifies various analytics tasks, including forecasting, classification, anomaly detection, and scenario simulation, into a single foundation model.

Fundamental targets enterprise clients across numerous verticals, including financial services, healthcare, retail, and energy. Before its public launch, the company had already secured seven-figure contracts with Fortune 100 companies for use cases such as demand forecasting, price prediction, and churn analysis. The business model centers on providing access to NEXUS, which is available to enterprises and can be deployed directly through the AWS dashboard via a strategic partnership. The model is built to handle enterprise-scale datasets with billions of rows and was trained on Amazon SageMaker HyperPod.